I knew a few people who had old school emergency brakes in the form of thick pieces of leather on the palm of their gloves. You can then plam the tire to have a pretty effective front brake.

Can also do the shoe against the back tire but its much harder to stop quickly and good shoes are a lot more expensive than brake pads.